MOA 12.03
Real Time Analytics for Data Streams
moa.evaluation.CMM_GTAnalysis.CMMPoint Class Reference

Wrapper class for data points to store CMM relevant attributes. More...

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List of all members.

Public Member Functions

 CMMPoint (DataPoint point, int id)

Protected Member Functions

int workclass ()
 Retruns the current working label of the cluster the point belongs to.
boolean isNoise ()

Protected Attributes

DataPoint p = null
 Reference to original point.
int pID = 0
 point ID
int trueClass = -1
 true class label
double connectivity = 1.0
 the connectivity of the point to its cluster
double knnInCluster = 0.0
 knn distnace within own cluster
ArrayList< Integer > knnIndices
 knn indices (for debugging only)

Detailed Description

Wrapper class for data points to store CMM relevant attributes.

Definition at line 174 of file CMM_GTAnalysis.java.


Constructor & Destructor Documentation

moa.evaluation.CMM_GTAnalysis.CMMPoint.CMMPoint ( DataPoint  point,
int  id 
)

Definition at line 209 of file CMM_GTAnalysis.java.

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Member Function Documentation

boolean moa.evaluation.CMM_GTAnalysis.CMMPoint.isNoise ( ) [protected]

Definition at line 231 of file CMM_GTAnalysis.java.

Referenced by moa.evaluation.CMM_GTAnalysis.getModelQuality().

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int moa.evaluation.CMM_GTAnalysis.CMMPoint.workclass ( ) [protected]

Retruns the current working label of the cluster the point belongs to.

The label can change due to merging of clusters.

Returns:
the current working class label

Definition at line 224 of file CMM_GTAnalysis.java.


Member Data Documentation

the connectivity of the point to its cluster

Definition at line 195 of file CMM_GTAnalysis.java.

knn distnace within own cluster

Definition at line 201 of file CMM_GTAnalysis.java.

ArrayList<Integer> moa.evaluation.CMM_GTAnalysis.CMMPoint.knnIndices [protected]

knn indices (for debugging only)

Definition at line 207 of file CMM_GTAnalysis.java.

point ID

Definition at line 183 of file CMM_GTAnalysis.java.

Referenced by moa.evaluation.CMM_GTAnalysis.CMMPoint.CMMPoint().


The documentation for this class was generated from the following file:
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